Publication DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei ACM Multimedia 2022 | October 2022 Project
Publication LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei ACM Multimedia 2022 | October 2022 Project
Publication RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction Zhoujin Tian, Chaozhuo Li, Shuo Ren, Zhiqiang Zuo, Zengxuan Wen, Xinyue Hu, Xiao Han, Haizhen Huang, Denvy Deng, Qi Zhang, Xing Xie EMNLP 2022 | October 2022
Publication SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei EMNLP 2022 | October 2022
Publication MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models Yixi Xu, Sumit Mukherjee, Xiyang Liu, Shruti Tople, Rahul Dodhia, Juan M. Lavista Ferres Transactions on Machine Learning Research (TMLR) | October 2022 Project Project
Publication Deep Learning Models for COVID-19 Chest X-ray Classification: Preventing Shortcut Learning Using Feature Disentanglement Caleb Robinson, Anusua Trivedi, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K Bhatraju, W Conrad Liles, Aaron Lee, Jayashree Kalpathy-Cramer, Juan M. Lavista Ferres PLOS | October 2022 Project Project
Publication Understanding the Eluder Dimension Gene Li, Pritish Kamath, Dylan Foster, Nathan Srebro Neural Information Processing Systems | October 2022
Publication Explaining Patterns in Data with Language Models via Interpretable Autoprompting Chandan Singh, Jyoti Aneja, Jianfeng Gao October 2022 Github Project
Publication Multiscale profiling of protease activity in cancer Ava P. Amini, Jesse D. Kirkpatrick, Cathy S. Wang, Alex M. Jaeger, Susan Su, Santiago Naranjo, Qian Zhong, Christina M. Cabana, Tyler Jacks, Sangeeta N. Bhatia Nature Communications | October 2022, Vol 13(1)
Publication Learning to Simulate Realistic LiDARs Benoit Guillard, Sai Vemprala, Jayesh K. Gupta, Ondrej Miksik, Vibhav Vineet, Pascal Fua, Ashish Kapoor International Conference on Intelligent Robots and Systems | October 2022